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yuhexiong/house-prices-XGBRegressor-LightGBMRegressor-python
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DataSet FromKaggle - House Prices
- Language: Python v3.9.15
- Package: xgboost, lightgbm
- Model: XGBRegressor, LGBMRegressor
- Loss Function: Mean Squared Error
- Fill in a lot of missing values
- Histogram of Values for Each Field
- Scatter Plot of Each Field Against Price
- Best Model With Params: XGBRegressor(n_estimators = 2000, reg_lambda = 10, max_depth = 3)
- Mean Squared Error: 2801.275107982908
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